Triple

T1923652
Position Surface form Disambiguated ID Type / Status
Subject Upheaval: Turning Points for Nations in Crisis E40178 entity
Predicate followsWork P9710 FINISHED
Object The World Until Yesterday E40177 NE FINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: The World Until Yesterday | Statement: [Upheaval: Turning Points for Nations in Crisis, followsWork, The World Until Yesterday]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The World Until Yesterday
Context triple: [Upheaval: Turning Points for Nations in Crisis, followsWork, The World Until Yesterday]
  • A. The World Until Yesterday chosen
    The World Until Yesterday is a non-fiction book by Jared Diamond that examines traditional societies to draw lessons about human nature, social organization, and modern life.
  • B. Guns, Germs, and Steel
    Guns, Germs, and Steel is a widely influential book by Jared Diamond that explores how geography, environment, and the distribution of domesticable plants and animals shaped the unequal development of human societies.
  • C. Growing Up in New Guinea
    Growing Up in New Guinea is a classic anthropological study by Margaret Mead that examines childhood, adolescence, and cultural development among the Manus people of Papua New Guinea.
  • D. The Better Angels of Our Nature
    The Better Angels of Our Nature is a non-fiction book by cognitive psychologist Steven Pinker that argues, with extensive historical and statistical evidence, that violence has declined over long stretches of human history and explores the psychological and social forces behind this trend.
  • E. Monocultures of the Mind
    Monocultures of the Mind is a book by environmental activist Vandana Shiva that critiques industrial agriculture and globalization for eroding biodiversity, indigenous knowledge, and cultural diversity.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a8864298748190a2f2fd34f7ef8d77 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb2359ca0819082b514a34c469b21 completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3e6678881908d72de7e0f19a648 completed March 8, 2026, 10:10 p.m.
Created at: March 4, 2026, 7:35 p.m.